Unverified50% confidenceFactExact time
Laya uses the Apache 2.0 license, is fully self-hostable (laya-serve), and also has a free Demo Space; it consists of ModernBERT-large 421M and mmBERT-base 322M encoders and can run on a T4 or even a CPU, with CPU latency of 193–464ms.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/19/2026
First Seen
Valid until: 1/17/2027
Sources
Related Entities
Related Claims
UnverifiedDevstral Small 2 scores about 68% on SWE-bench Verified, uses the Apache-2.0 license, and fits in 12-16GB of VRAM.66% similarUnverifiedWithout the 3090s connected, the machine can serve as a low-power server, running small models using only the 7840U, 64GB of memory, the Vulkan backend, and llama.cpp.63% similarUnverifiedThe hardware used by this user is the Minisforum MS-S1 395+ Max with 128GB unified memory.63% similar
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